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54 lines
1.5 KiB
YAML
54 lines
1.5 KiB
YAML
# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
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description: Fully local LLM evaluation with Transformers.js
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prompts:
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- 'Explain {{concept}} to a beginner in 2-3 sentences.'
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providers:
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# Local text generation with Qwen3-0.6B (latest Qwen3 with thinking capabilities)
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# First run downloads ~600MB model, then cached for subsequent runs
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- id: transformers:text-generation:onnx-community/Qwen3-0.6B-ONNX
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config:
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maxNewTokens: 100
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temperature: 0.6
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topP: 0.95
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doSample: true
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defaultTest:
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options:
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provider:
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# Local embeddings for similarity assertions
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embedding:
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id: transformers:feature-extraction:Xenova/all-MiniLM-L6-v2
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config:
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pooling: mean
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normalize: true
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tests:
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- vars:
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concept: machine learning
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assert:
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- type: similar
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value: 'Machine learning is a type of AI where computers learn patterns from data to make predictions'
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threshold: 0.5
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- type: javascript
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value: output.length > 50
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- vars:
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concept: photosynthesis
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assert:
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- type: similar
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value: 'Photosynthesis is how plants convert sunlight into energy using chlorophyll'
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threshold: 0.5
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- type: javascript
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value: output.length > 50
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- vars:
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concept: gravity
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assert:
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- type: similar
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value: 'Gravity is the force that attracts objects with mass toward each other'
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threshold: 0.4
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- type: javascript
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value: output.length > 50
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